Aleksander Kolcz

38 papers A* 11A 2B 2C 1Journal 12Unranked 8

Year	Rank	Type	Title / Venue / Authors
2017	—	`ch.`	Text Mining for Spam Filtering. Encyclopedia of Machine Learning and Data Mining Aleksander Kolcz
2013	B	`conf`	"w00t! feeling great today!": chatter in Twitter: identification and prevalence. ASONAM Ramnath Balasubramanyan, Aleksander Kolcz
2012	B	`conf`	Large Scale Learning at Twitter. ESWC Aleksander Kolcz
2010	A*	`conf`	Adaptive near-duplicate detection via similarity learning. SIGIR Hannaneh Hajishirzi, Wen-tau Yih, Aleksander Kolcz
2010	—	`ch.`	Text Mining for Spam Filtering. Encyclopedia of Machine Learning Aleksander Kolcz
2009	J	`jnl`	Better Naive Bayes classification for high-precision spam detection. Softw. Pract. Exp. Yang Song, Aleksander Kolcz, C. Lee Giles
2009	A*	`conf`	Genre-based decomposition of email class noise. KDD Aleksander Kolcz, Gordon V. Cormack
2009	J	`jnl`	Guest editors' introduction: Special Issue from ECML PKDD 2009. Mach. Learn. Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor
2009	J	`jnl`	Guest editors' introduction: special issue of selected papers from ECML PKDD 2009. Data Min. Knowl. Discov. Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor
2009	A*	`conf`	Spam filter evaluation with imprecise ground truth. SIGIR Gordon V. Cormack, Aleksander Kolcz
2008	J	`jnl`	Lexicon randomization for near-duplicate detection with I-Match. J. Supercomput. Aleksander Kolcz, Abdur Chowdhury
2008	A	`ed.`	Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008 CIKM James G. Shanahan, Sihem Amer-Yahia, Ioana Manolescu, Yi Zhang, David A. Evans, Aleksander Kolcz, Key-Sun Choi, Abdur Chowdhury
2008	J	`jnl`	Trusting spam reporters: A reporter-based reputation system for email filtering. ACM Trans. Inf. Syst. Elena Zheleva, Aleksander Kolcz, Lise Getoor
2007	A*	`conf`	Avoidance of Model Re-Induction in SVM-Based Feature Selection for Text Categorization. IJCAI Aleksander Kolcz, Abdur Chowdhury
2007	—	`conf`	Hardening Fingerprinting by Context. CEAS Aleksander Kolcz, Abdur Chowdhury
2007	A*	`conf`	Raising the baseline for high-precision text classifiers. KDD Aleksander Kolcz, Wen-tau Yih
2007	—	`conf`	Site-Independent Template-Block Detection. PKDD Aleksander Kolcz, Wen-tau Yih
2006	—	`conf`	The challenges of service-side personalized spam filtering: scalability and beyond. Infoscale Aleksander Kolcz, Michael Bond, James Sargent
2005	A*	`conf`	Automatic web query classification using labeled and unlabeled training data. SIGIR Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David A. Grossman, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz
2005	—	`conf`	Improved Naive Bayes for Extremely Skewed Misclassification Costs. PKDD Aleksander Kolcz, Abdur Chowdhury
2005	A*	`conf`	Improving Automatic Query Classification via Semi-Supervised Learning. ICDM Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz
2005	A*	`conf`	Local sparsity control for naive Bayes with extreme misclassification costs. KDD Aleksander Kolcz
2004	A*	`conf`	Improved robustness of signature-based near-replica detection via lexicon randomization. KDD Aleksander Kolcz, Abdur Chowdhury, Joshua Alspector
2004	—	`conf`	The Impact of Feature Selection on Signature-Driven Spam Detection. CEAS Aleksander Kolcz, Abdur Chowdhury, Joshua Alspector
2002	J	`jnl`	Asymmetric Missing-data Problems: Overcoming the Lack of Negative Data in Preference Ranking. Inf. Retr. Aleksander Kolcz, Joshua Alspector
2002	A*	`conf`	Efficient handling of high-dimensional feature spaces by randomized classifier ensembles. KDD Aleksander Kolcz, Xiaomei Sun, Jugal K. Kalita
2001	A	`conf`	Summarization as Feature Selection for Text Categorization. CIKM Aleksander Kolcz, Vidya Prabakarmurthi, Jugal K. Kalita
2000	J	`jnl`	A Line-Oriented Approach to Word Spotting in Handwritten Documents. Pattern Anal. Appl. Aleksander Kolcz, Joshua Alspector, Marijke F. Augusteijn
2000	J	`jnl`	N-tuple Network, CART, and Bagging. Neural Comput. Aleksander Kolcz
1999	A*	`conf`	An Internet-Based Newspaper Filtering and Personalization System (demonstration abstract). SIGIR Aleksander Kolcz, Joshua Alspector
1999	J	`jnl`	Basis function models of the CMAC network. Neural Networks Aleksander Kolcz, Nigel M. Allinson
1999	J	`jnl`	The general memory neural network and its relationship with basis function architectures. Neurocomputing Aleksander Kolcz, Nigel M. Allinson
1998	—	`conf`	Comparing Feature-Based and Clique-Based User Models for Movie Selection. ACM DL Joshua Alspector, Aleksander Kolcz, Nachimuthu Karunanithi
1998	—	`conf`	Visual keyword-based word spotting in handwritten documents. Document Recognition Aleksander Kolcz, Joshua Alspector, Marijke F. Augusteijn, Robert Carlson, George V. Popescu
1997	J	`jnl`	Feature-based and Clique-based User Models for Movie Selection: A Comparative Study. User Model. User Adapt. Interact. Joshua Alspector, Aleksander Kolcz, Nachimuthu Karunanithi
1996	J	`jnl`	N-tuple Regression Network. Neural Networks Aleksander Kolcz, Nigel M. Allinson
1995	—	`conf`	General memory neural network-extending the properties of basis networks to RAM-based architectures. ICNN Aleksander Kolcz, Nigel M. Allinson
1994	C	`conf`	Zelig: A Novel Parallel Computing Machine Using Reconfigurable Logic. PDP Neil J. Howard, Aleksander Kolcz, Andy M. Tyrrell, Nigel M. Allinson, Antonia J. Jones